Covariance J‐resolved spectroscopy: Theory and application in vivo. (8th May 2017)

• Record Type: Journal Article
• Authors: Iqbal, Zohaib; Verma, Gaurav; Kumar, Anand; Thomas, M. Albert
• Is Part Of: NMR in biomedicine. Volume 30:Number 8(2017:Aug.)
• Page Start: n/a
• Page End: n/a
• Publication Date: 2017-05-08
• Subjects: covariance NMR -- enhanced spectral resolution -- human brain -- J‐resolved spectroscopy (JPRESS) -- Magnetic Resonance Spectroscopy (MRS) -- prior‐knowledge fitting; Nuclear magnetic resonance -- Periodicals; Magnetic Resonance Spectroscopy -- Periodicals; 574
• DOI: 10.1002/nbm.3732
• Languages: English
• ISSNs: 0952-3480

Abstract

Abstract : Magnetic resonance spectroscopy (MRS) is a powerful tool capable of investigating the metabolic status of several tissues in vivo . In particular, single‐voxel‐based 1 H spectroscopy provides invaluable biochemical information from a volume of interest (VOI) and has therefore been used in a variety of studies. Unfortunately, typical one‐dimensional MRS data suffer from severe signal overlap and thus important metabolites are difficult to distinguish. One method that is used to disentangle overlapping resonances is the two‐dimensional J ‐resolved spectroscopy (JPRESS) experiment. Due to the long acquisition duration of the JPRESS experiment, a limited number of points are acquired in the indirect dimension, leading to poor spectral resolution along this dimension. Poor spectral resolution is problematic because proper peak assignment may be hindered, which is why the zero‐filling method is often used to improve resolution as a post‐processing step. However, zero‐filling leads to spectral artifacts, which may affect visualization and quantitation of spectra. A novel method utilizing a covariance transformation, called covariance J ‐resolved spectroscopy (CovJ), was developed in order to improve spectral resolution along the indirect dimension ( F 1 ). Comparison of simulated data demonstrates that peak structures remain qualitatively similar between JPRESS and the novel method along the diagonal region ( F 1 = 0 Hz), whereas differences arise in the cross‐peak ( F 1 ≠0 Hz) regions. In addition, quantitative results of in vivo JPRESS data acquired on a 3T scanner show significant correlations ( r 2 >0.86, p <0.001) when comparing the metabolite concentrations between the two methods. Finally, a quantitation algorithm, 'COVariance Spectral Evaluation of 1 H Acquisitions using Representative prior knowledge' (Cov‐SEHAR), was developed in order to quantify γ ‐aminobutyric acid and glutamate from the CovJ spectra. These preliminary findings indicate that the CovJ method may be used to improve spectral resolution without hindering metabolite quantitation for J ‐resolved spectra. Abstract : Magnetic resonance spectroscopy is a powerful tool capable of discerning metabolite signals in vivo. Two‐dimensional experiments, such as PRESS localized J ‐resolved spectroscopy (JPRESS), are capable of dispersing overlapping signals over a second dimension, but require a longer scan duration, leading to lower spectral resolution along the indirect dimension. A novel method utilizing a covariance transformation is described for improving J ‐resolved spectral resolution and pilot findings in healthy human brain are also presented.